do a search on hotels.com
but before you book check with the hotel. hotels.com charges $25/booking

I assume you will be driving there? If so, it would probably be easiest to decide which hotel chain you want to stay at, and then find the nearest one to Brooklandville.

According to my maps, Brooklandville is not far from the intersection of the Baltimore Beltway and Route 83. There are a number of hotels along 83 or York Road.

I personally like the Hampton Inn chain. There is one on York Road in Hunt Valley. Here is the link:

Here is a link that might be useful: Hampton Inn Hunt Valley